180
Voted
ICMLA
15 years 6 months ago
2008 
Time-series segmentation in the fully unsupervised scenario in which the number of segment-types is a priori unknown is a fundamental problem in many applications. We propose a Ba...
137
Voted
ICMLA
15 years 6 months ago
2008 
A new framework is proposed for comparing evaluation metrics in classification applications with imbalanced datasets (i.e., the probability of one class vastly exceeds others). Fo...
150
click to vote
ICMLA
15 years 6 months ago
2008 
In reinforcement learning, it is a common practice to map the state(-action) space to a different one using basis functions. This transformation aims to represent the input data i...
139
click to vote
ICMLA
15 years 6 months ago
2008
In order to overcome the computation and storage problem for large-scale data set, an efficient iterative method of Generalized Discriminant Analysis is proposed. Because sample v...
124
click to vote
ICMLA
15 years 6 months ago
2008
This paper presents a software system that is able to generate crosswords with no human intervention including definition generation and crossword compilation. In particular, the ...
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Machine Learning